Zambian Language Trainer Window

Curate local language datasets and trigger asynchronous machine learning training

Multilingual

Select Target Zambian Dialect to Manage & Train:

🇿🇲 Unified (All)
🇿🇲 Chibemba
🇿🇲 Chinyanja
🇿🇲 Chitonga
🇿🇲 Silozi
🇬🇧 English
🌐 Mixed/General

Local Dataset Inspector: All

25506 Records
Phrase Text Dialect Category Label Source
@BeeKayNS alas, I am proficient in neither. my skills are limited to pointless stat memorization + trash talk. Mixed Safe User Added
@BeavisCumia @jimmysdong Dat cat gonna scratch all up on dat colored boy and he gonna end up in da chow mein Mixed Safe User Added
@Beautifulcallen nigger lol thts offensive .....lol and my xmas was iite had a couple of drinks so i was fine ninja xmas ...lol Mixed Abusive User Added
@BeattyJustin @KYOppCoalition Obama's bitch! Mixed Abusive User Added
@BeattyJustin @KYOppCoalition I am one proud hillbilly. Mixed Safe User Added
@BeattyJustin @KYOppCoalition And just what is that bitch gonna do for women? Mixed Abusive User Added
@BeanRozay im Tokyo but I get higher than a jet. Killing these dog ass hoes had to send em to the vet! Produced by @TNKTheMonstah Mixed Abusive User Added
@BeaMiller dumb bitch stfu Mixed Abusive User Added
@BasketballPics whoever made this twitter doesnt like the Lakers... they r making a comeback but this accnt still continues to trash talk em Mixed Safe User Added
@Based_Saiyan my grandpa has better comebacks and he's dead you faggot go outside and let go of your little ass dick for a minute Mixed Abusive User Added
@BasedBoy_Bob nigga said "I woke up in a bed fulla bitches that I ain't een fuckin" but idc his shit bout to be 10x harder Mixed Abusive User Added
@BarneyFranken @jennykutner @Salon salon is is chuck full of butthurt liberal retards Mixed Abusive User Added

Add Local Phrase

Batch Import CSV

CSV Only

Upload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.

Model Training Control

20%

Evaluation Results

Trained Algorithm: Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted Rows: Actual
Algorithm Accuracy Graph